The \(p\) -th root of the optimal value provides an intuitive way to measure the similarity between two distributions known as the \(p\) -Wasserstein distance. In the rest of this paper, we will use \(p = 2\) . The corresponding “least squares” Wasserstein distance satisfies all metric axioms among other attractive properties [1]}, [2]}.
